Tag Archives: Perceptron

LM101-064: Stochastic Model Search and Selection with Genetic Algorithms (Rerun)

Monte Carlo Markov Chain Genetic Algorithms for Model Selection

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LM101-064: Stochastic Model Search and Selection with Genetic Algorithms (Rerun) Episode Summary: In this episode we explore the concept of evolutionary learning machines. That is, learning machines that reproduce themselves in the hopes of evolving into more intelligent and smarter learning machines. This is a rerun of Episode 24. Show Notes: Hello everyone! Welcome to the twenty-fourth podcast in… Read More »

LM101-034: How to Use Nonlinear Machine Learning Software to Make Predictions (Feedforward Perceptrons with Radial Basis Functions)[Rerun]

Gaussian mixture model and multilayer radial basis function machine learning software.

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LM101-034: How to Use Nonlinear Machine Learning Software to Make Predictions (Feedforward Perceptrons with Radial Basis Functions)[Rerun] Episode Summary: In this episode we describe how to download and use free nonlinear machine learning software which is more advanced than the linear machine software introduced in Episode 13. Show Notes: Welcome to the 34th podcast in the podcast series… Read More »

LM101-032: How To Build a Support Vector Machine to Classify Patterns

Robot thinking about how to classify letters.

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LM101-032: How To Build a Support Vector Machine to Classify Patterns Episode Summary: In this 32nd episode of Learning Machines 101, we introduce the concept of a Support Vector Machine. We explain how to estimate the parameters of such machines to classify a pattern vector as a member of one of two categories as well as identify special… Read More »

LM101-024: How to Use Genetic Algorithms to Breed Learning Machines (Stochastic Model Search and Selection)

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Episode Summary: In this episode we explore the concept of evolutionary learning machines. That is, learning machines that reproduce themselves in the hopes of evolving into more intelligent and smarter learning machines. Show Notes: Hello everyone! Welcome to the twenty-fourth podcast in the podcast series Learning Machines 101. In this series of podcasts my goal is to discuss… Read More »